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. 2025 Jul 15;6:e65417. doi: 10.2196/65417

Table 2. Statistical comparison of model performance.

Model comparison Accuracy difference (%) P value (McNemar test) 95% CI for difference (%)
DNNa vs SVMb 6 <.001 3.8‐8.2
DNN vs RFc 4 .003 1.4‐6.6
DNN vs GBMd 2 .04 0.1‐3.9
GBM vs RF 2 .048 0.02‐4
GBM vs SVM 4 .002 1.5‐6.5
RF vs SVM 2 .04 0.1‐3.9
a

DNN: deep neural network.

b

SVM: support vector machine.

c

RF: random forest.

d

GBM: gradient boosting machine.